Summary
Restricted Bayes Optimal Classifiers combine density estimation with discriminants
- different approach to dealing with high variance for Bayes optimal classifiers
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A natural instantiation ? max margin hyperplanes
- new probabilistic justification of max margin hyperplanes
When ?ɬ, classifier uses margin for all data
- experiments show potential for increased accuracy in text classification